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Bifrost leads this ranking of the best enterprise AI gateways for scaling LLMs. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. Enterprise AI gateways sit between applications and LLM providers, routing, authenticating, governing, and observing every request

TL;DR * Multi-LLM failover means a request that fails on one provider is automatically retried on another, at the infrastructure layer, without the application knowing which provider answered. * Bifrost ranks first because it combines weighted multi-key load balancing, cross-provider fallback chains across 20+ providers, adaptive health-aware

Bifrost leads this comparison of gateway platforms for multi-provider AI with governance, guardrails, and observability. Bifrost is the best choice for enterprises running mission-critical AI workloads that require best-in-class performance, scalability, and reliability. Enterprises now run an average of three foundation models in production and route